AI RESEARCH
Before the Model Learns the Bug:Fuzzing RLVR Verifiers
arXiv CS.AI
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ArXi:2606.01066v1 Announce Type: new Reinforcement learning with verifiable rewards (RLVR) replaces human preference labels with executable reward functions such as math answer checkers, JSON tool-call validators, and code unit-test harnesses. That makes the reward partly a software artifact: if the verifier is wrong, optimization can learn the bug.